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<h1 class="epydoc">Source Code for <a href="Weather.data-module.html">Package Weather.data</a></h1>
<pre class="py-src">
<a name="L1"></a><tt class="py-lineno"> 1</tt>  <tt class="py-line"><tt class="py-keyword">import</tt> <tt class="py-name">csv</tt> </tt>
<a name="L2"></a><tt class="py-lineno"> 2</tt>  <tt class="py-line"><tt class="py-keyword">import</tt> <tt class="py-name">zipfile</tt> </tt>
<a name="L3"></a><tt class="py-lineno"> 3</tt>  <tt class="py-line"><tt class="py-keyword">import</tt> <tt class="py-name">os</tt> </tt>
<a name="L4"></a><tt class="py-lineno"> 4</tt>  <tt class="py-line"><tt class="py-keyword">from</tt> <tt class="py-name">math</tt> <tt class="py-keyword">import</tt> <tt class="py-op">*</tt> </tt>
<a name="L5"></a><tt class="py-lineno"> 5</tt>  <tt class="py-line"><tt class="py-keyword">from</tt> <tt id="link-0" class="py-name" targets="Package Weather=Weather-module.html"><a title="Weather" class="py-name" href="#" onclick="return doclink('link-0', 'Weather', 'link-0');">Weather</a></tt><tt class="py-op">.</tt><tt id="link-1" class="py-name" targets="Module Weather.globals=Weather.globals-module.html"><a title="Weather.globals" class="py-name" href="#" onclick="return doclink('link-1', 'globals', 'link-1');">globals</a></tt> <tt class="py-keyword">import</tt> <tt class="py-op">*</tt> </tt>
<a name="L6"></a><tt class="py-lineno"> 6</tt>  <tt class="py-line"> </tt>
<a name="L7"></a><tt class="py-lineno"> 7</tt>  <tt class="py-line"><tt id="link-2" class="py-name" targets="Function Weather.data.rows()=Weather.data-module.html#rows"><a title="Weather.data.rows" class="py-name" href="#" onclick="return doclink('link-2', 'rows', 'link-2');">rows</a></tt> <tt class="py-op">=</tt> <tt class="py-keyword">lambda</tt><tt class="py-op">:</tt> <tt class="py-name">csv</tt><tt class="py-op">.</tt><tt class="py-name">reader</tt><tt class="py-op">(</tt><tt class="py-name">open</tt><tt class="py-op">(</tt><tt id="link-3" class="py-name" targets="Function Weather.globals.pjoin()=Weather.globals-module.html#pjoin"><a title="Weather.globals.pjoin" class="py-name" href="#" onclick="return doclink('link-3', 'pjoin', 'link-3');">pjoin</a></tt><tt class="py-op">(</tt><tt id="link-4" class="py-name" targets="Variable Weather.globals.BASE=Weather.globals-module.html#BASE"><a title="Weather.globals.BASE" class="py-name" href="#" onclick="return doclink('link-4', 'BASE', 'link-4');">BASE</a></tt><tt class="py-op">,</tt><tt class="py-string">'data'</tt><tt class="py-op">,</tt><tt class="py-string">'station-locations.csv'</tt><tt class="py-op">)</tt><tt class="py-op">)</tt><tt class="py-op">.</tt><tt class="py-name">readlines</tt><tt class="py-op">(</tt><tt class="py-op">)</tt><tt class="py-op">)</tt> </tt>
<a name="L8"></a><tt class="py-lineno"> 8</tt>  <tt class="py-line"> </tt>
<a name="calcDist"></a><div id="calcDist-def"><a name="L9"></a><tt class="py-lineno"> 9</tt> <a class="py-toggle" href="#" id="calcDist-toggle" onclick="return toggle('calcDist');">-</a><tt class="py-line"><tt class="py-keyword">def</tt> <a class="py-def-name" href="Weather.data-module.html#calcDist">calcDist</a><tt class="py-op">(</tt><tt class="py-param">lat_A</tt><tt class="py-op">,</tt> <tt class="py-param">long_A</tt><tt class="py-op">,</tt> <tt class="py-param">lat_B</tt><tt class="py-op">,</tt> <tt class="py-param">long_B</tt><tt class="py-op">)</tt><tt class="py-op">:</tt> </tt>
</div><div id="calcDist-collapsed" style="display:none;" pad="++" indent="++++"></div><div id="calcDist-expanded"><a name="L10"></a><tt class="py-lineno">10</tt>  <tt class="py-line">    <tt class="py-docstring">"""from http://zips.sourceforge.net/#dist_calc"""</tt> </tt>
<a name="L11"></a><tt class="py-lineno">11</tt>  <tt class="py-line">    <tt class="py-name">distance</tt> <tt class="py-op">=</tt> <tt class="py-op">(</tt><tt class="py-name">sin</tt><tt class="py-op">(</tt><tt class="py-name">radians</tt><tt class="py-op">(</tt><tt class="py-name">lat_A</tt><tt class="py-op">)</tt><tt class="py-op">)</tt> <tt class="py-op">*</tt> </tt>
<a name="L12"></a><tt class="py-lineno">12</tt>  <tt class="py-line">        <tt class="py-name">sin</tt><tt class="py-op">(</tt><tt class="py-name">radians</tt><tt class="py-op">(</tt><tt class="py-name">lat_B</tt><tt class="py-op">)</tt><tt class="py-op">)</tt> <tt class="py-op">+</tt> </tt>
<a name="L13"></a><tt class="py-lineno">13</tt>  <tt class="py-line">        <tt class="py-name">cos</tt><tt class="py-op">(</tt><tt class="py-name">radians</tt><tt class="py-op">(</tt><tt class="py-name">lat_A</tt><tt class="py-op">)</tt><tt class="py-op">)</tt> <tt class="py-op">*</tt> </tt>
<a name="L14"></a><tt class="py-lineno">14</tt>  <tt class="py-line">        <tt class="py-name">cos</tt><tt class="py-op">(</tt><tt class="py-name">radians</tt><tt class="py-op">(</tt><tt class="py-name">lat_B</tt><tt class="py-op">)</tt><tt class="py-op">)</tt> <tt class="py-op">*</tt> </tt>
<a name="L15"></a><tt class="py-lineno">15</tt>  <tt class="py-line">        <tt class="py-name">cos</tt><tt class="py-op">(</tt><tt class="py-name">radians</tt><tt class="py-op">(</tt><tt class="py-name">long_A</tt> <tt class="py-op">-</tt> <tt class="py-name">long_B</tt><tt class="py-op">)</tt><tt class="py-op">)</tt><tt class="py-op">)</tt> </tt>
<a name="L16"></a><tt class="py-lineno">16</tt>  <tt class="py-line">    <tt class="py-keyword">return</tt> <tt class="py-op">(</tt><tt class="py-name">degrees</tt><tt class="py-op">(</tt><tt class="py-name">acos</tt><tt class="py-op">(</tt><tt class="py-name">distance</tt><tt class="py-op">)</tt><tt class="py-op">)</tt><tt class="py-op">)</tt> <tt class="py-op">*</tt> <tt class="py-number">69.09</tt> </tt>
</div><a name="L17"></a><tt class="py-lineno">17</tt>  <tt class="py-line"> </tt>
<a name="Miner"></a><div id="Miner-def"><a name="L18"></a><tt class="py-lineno">18</tt> <a class="py-toggle" href="#" id="Miner-toggle" onclick="return toggle('Miner');">-</a><tt class="py-line"><tt class="py-keyword">class</tt> <a class="py-def-name" href="Weather.data.Miner-class.html">Miner</a><tt class="py-op">:</tt> </tt>
</div><div id="Miner-collapsed" style="display:none;" pad="++" indent="++++"></div><div id="Miner-expanded"><a name="L19"></a><tt class="py-lineno">19</tt>  <tt class="py-line">    <tt class="py-docstring">"""</tt> </tt>
<a name="L20"></a><tt class="py-lineno">20</tt>  <tt class="py-line"><tt class="py-docstring">    Class to mine weather data from NOAA against zipcode database</tt> </tt>
<a name="L21"></a><tt class="py-lineno">21</tt>  <tt class="py-line"><tt class="py-docstring">    creates the CSVs for the *2station methods</tt> </tt>
<a name="L22"></a><tt class="py-lineno">22</tt>  <tt class="py-line"><tt class="py-docstring">    Still runs in O(N^2 +some) and NEVER SHOUD YOU TRY TO RUN</tt> </tt>
<a name="L23"></a><tt class="py-lineno">23</tt>  <tt class="py-line"><tt class="py-docstring">    Unless you have a really fast computer and have lots of time</tt> </tt>
<a name="L24"></a><tt class="py-lineno">24</tt>  <tt class="py-line"><tt class="py-docstring">    This class generates the station-locations.csv which should be in distro</tt> </tt>
<a name="L25"></a><tt class="py-lineno">25</tt>  <tt class="py-line"><tt class="py-docstring">    """</tt> </tt>
<a name="Miner.__init__"></a><div id="Miner.__init__-def"><a name="L26"></a><tt class="py-lineno">26</tt> <a class="py-toggle" href="#" id="Miner.__init__-toggle" onclick="return toggle('Miner.__init__');">-</a><tt class="py-line">    <tt class="py-keyword">def</tt> <a class="py-def-name" href="Weather.data.Miner-class.html#__init__">__init__</a><tt class="py-op">(</tt><tt class="py-param">self</tt><tt class="py-op">)</tt><tt class="py-op">:</tt> </tt>
</div><div id="Miner.__init__-collapsed" style="display:none;" pad="++" indent="++++++++"></div><div id="Miner.__init__-expanded"><a name="L27"></a><tt class="py-lineno">27</tt>  <tt class="py-line">        <tt class="py-keyword">if</tt> <tt class="py-name">os</tt><tt class="py-op">.</tt><tt class="py-name">path</tt><tt class="py-op">.</tt><tt class="py-name">isfile</tt><tt class="py-op">(</tt><tt id="link-5" class="py-name" targets="Variable Weather.globals.ZFILE=Weather.globals-module.html#ZFILE"><a title="Weather.globals.ZFILE" class="py-name" href="#" onclick="return doclink('link-5', 'ZFILE', 'link-5');">ZFILE</a></tt><tt class="py-op">)</tt><tt class="py-op">:</tt> </tt>
<a name="L28"></a><tt class="py-lineno">28</tt>  <tt class="py-line">            <tt class="py-name">fname</tt> <tt class="py-op">=</tt> <tt id="link-6" class="py-name"><a title="Weather.globals.pjoin" class="py-name" href="#" onclick="return doclink('link-6', 'pjoin', 'link-3');">pjoin</a></tt><tt class="py-op">(</tt><tt id="link-7" class="py-name"><a title="Weather.globals.BASE" class="py-name" href="#" onclick="return doclink('link-7', 'BASE', 'link-4');">BASE</a></tt><tt class="py-op">,</tt><tt class="py-string">'station-locations.csv'</tt><tt class="py-op">)</tt> </tt>
<a name="L29"></a><tt class="py-lineno">29</tt>  <tt class="py-line">            <tt class="py-name">self</tt><tt class="py-op">.</tt><tt class="py-name">writer</tt> <tt class="py-op">=</tt> <tt class="py-name">csv</tt><tt class="py-op">.</tt><tt class="py-name">writer</tt><tt class="py-op">(</tt><tt class="py-name">open</tt><tt class="py-op">(</tt><tt class="py-name">fname</tt><tt class="py-op">,</tt><tt class="py-string">'w'</tt><tt class="py-op">)</tt><tt class="py-op">)</tt> </tt>
<a name="L30"></a><tt class="py-lineno">30</tt>  <tt class="py-line">            <tt class="py-name">file</tt> <tt class="py-op">=</tt> <tt class="py-name">zipfile</tt><tt class="py-op">.</tt><tt class="py-name">ZipFile</tt><tt class="py-op">(</tt><tt id="link-8" class="py-name"><a title="Weather.globals.ZFILE" class="py-name" href="#" onclick="return doclink('link-8', 'ZFILE', 'link-5');">ZFILE</a></tt><tt class="py-op">,</tt><tt class="py-string">'r'</tt><tt class="py-op">)</tt> </tt>
<a name="L31"></a><tt class="py-lineno">31</tt>  <tt class="py-line">            <tt class="py-keyword">for</tt> <tt class="py-name">name</tt> <tt class="py-keyword">in</tt> <tt class="py-name">file</tt><tt class="py-op">.</tt><tt class="py-name">namelist</tt><tt class="py-op">(</tt><tt class="py-op">)</tt><tt class="py-op">:</tt> </tt>
<a name="L32"></a><tt class="py-lineno">32</tt>  <tt class="py-line">                <tt class="py-keyword">if</tt> <tt class="py-name">name</tt><tt class="py-op">.</tt><tt class="py-name">endswith</tt><tt class="py-op">(</tt><tt class="py-string">'index.xml'</tt><tt class="py-op">)</tt><tt class="py-op">:</tt> </tt>
<a name="L33"></a><tt class="py-lineno">33</tt>  <tt class="py-line">                    <tt class="py-name">self</tt><tt class="py-op">.</tt><tt id="link-9" class="py-name" targets="Method Weather.data.Miner.write()=Weather.data.Miner-class.html#write"><a title="Weather.data.Miner.write" class="py-name" href="#" onclick="return doclink('link-9', 'write', 'link-9');">write</a></tt><tt class="py-op">(</tt><tt class="py-name">file</tt><tt class="py-op">.</tt><tt class="py-name">read</tt><tt class="py-op">(</tt><tt class="py-name">name</tt><tt class="py-op">)</tt><tt class="py-op">)</tt> </tt>
<a name="L34"></a><tt class="py-lineno">34</tt>  <tt class="py-line">                    <tt class="py-keyword">break</tt> </tt>
<a name="L35"></a><tt class="py-lineno">35</tt>  <tt class="py-line">        <tt class="py-keyword">else</tt><tt class="py-op">:</tt> </tt>
<a name="L36"></a><tt class="py-lineno">36</tt>  <tt class="py-line">            <tt id="link-10" class="py-name" targets="Function Weather.globals.fetch()=Weather.globals-module.html#fetch"><a title="Weather.globals.fetch" class="py-name" href="#" onclick="return doclink('link-10', 'fetch', 'link-10');">fetch</a></tt><tt class="py-op">(</tt><tt class="py-op">)</tt> </tt>
<a name="L37"></a><tt class="py-lineno">37</tt>  <tt class="py-line">            <tt class="py-name">self</tt><tt class="py-op">.</tt><tt id="link-11" class="py-name" targets="Method Weather.data.Miner.__init__()=Weather.data.Miner-class.html#__init__,Method Weather.station.Station.__init__()=Weather.station.Station-class.html#__init__,Method Weather.stats.DistStats.__init__()=Weather.stats.DistStats-class.html#__init__"><a title="Weather.data.Miner.__init__
Weather.station.Station.__init__
Weather.stats.DistStats.__init__" class="py-name" href="#" onclick="return doclink('link-11', '__init__', 'link-11');">__init__</a></tt><tt class="py-op">(</tt><tt class="py-op">)</tt> </tt>
</div><a name="L38"></a><tt class="py-lineno">38</tt>  <tt class="py-line"> </tt>
<a name="Miner.write"></a><div id="Miner.write-def"><a name="L39"></a><tt class="py-lineno">39</tt> <a class="py-toggle" href="#" id="Miner.write-toggle" onclick="return toggle('Miner.write');">-</a><tt class="py-line">    <tt class="py-keyword">def</tt> <a class="py-def-name" href="Weather.data.Miner-class.html#write">write</a><tt class="py-op">(</tt><tt class="py-param">self</tt><tt class="py-op">,</tt> <tt class="py-param">data</tt><tt class="py-op">)</tt><tt class="py-op">:</tt> </tt>
</div><div id="Miner.write-collapsed" style="display:none;" pad="++" indent="++++++++"></div><div id="Miner.write-expanded"><a name="L40"></a><tt class="py-lineno">40</tt>  <tt class="py-line">        <tt class="py-docstring">"""</tt> </tt>
<a name="L41"></a><tt class="py-lineno">41</tt>  <tt class="py-line"><tt class="py-docstring">        Simple, scrappy XML parsing</tt> </tt>
<a name="L42"></a><tt class="py-lineno">42</tt>  <tt class="py-line"><tt class="py-docstring">        """</tt> </tt>
<a name="L43"></a><tt class="py-lineno">43</tt>  <tt class="py-line">        <tt class="py-name">strip</tt> <tt class="py-op">=</tt> <tt class="py-keyword">lambda</tt> <tt class="py-name">t</tt><tt class="py-op">:</tt> <tt class="py-name">t</tt><tt class="py-op">.</tt><tt class="py-name">split</tt><tt class="py-op">(</tt><tt class="py-string">'&gt;'</tt><tt class="py-op">)</tt><tt class="py-op">[</tt><tt class="py-number">1</tt><tt class="py-op">]</tt><tt class="py-op">.</tt><tt class="py-name">split</tt><tt class="py-op">(</tt><tt class="py-string">'&lt;'</tt><tt class="py-op">)</tt><tt class="py-op">[</tt><tt class="py-number">0</tt><tt class="py-op">]</tt> </tt>
<a name="L44"></a><tt class="py-lineno">44</tt>  <tt class="py-line">        <tt class="py-keyword">for</tt> <tt class="py-name">l</tt> <tt class="py-keyword">in</tt> <tt id="link-12" class="py-name" targets="Package Weather.data=Weather.data-module.html"><a title="Weather.data" class="py-name" href="#" onclick="return doclink('link-12', 'data', 'link-12');">data</a></tt><tt class="py-op">.</tt><tt class="py-name">splitlines</tt><tt class="py-op">(</tt><tt class="py-op">)</tt><tt class="py-op">:</tt> </tt>
<a name="L45"></a><tt class="py-lineno">45</tt>  <tt class="py-line">            <tt class="py-keyword">if</tt> <tt class="py-name">l</tt><tt class="py-op">.</tt><tt class="py-name">find</tt><tt class="py-op">(</tt><tt class="py-string">'station_id'</tt><tt class="py-op">)</tt><tt class="py-op">&gt;</tt><tt class="py-op">-</tt><tt class="py-number">1</tt><tt class="py-op">:</tt> </tt>
<a name="L46"></a><tt class="py-lineno">46</tt>  <tt class="py-line">                <tt class="py-name">sid</tt> <tt class="py-op">=</tt> <tt class="py-name">strip</tt><tt class="py-op">(</tt><tt class="py-name">l</tt><tt class="py-op">)</tt> </tt>
<a name="L47"></a><tt class="py-lineno">47</tt>  <tt class="py-line">            <tt class="py-keyword">elif</tt> <tt class="py-name">l</tt><tt class="py-op">.</tt><tt class="py-name">find</tt><tt class="py-op">(</tt><tt class="py-string">'latitude'</tt><tt class="py-op">)</tt><tt class="py-op">&gt;</tt><tt class="py-op">-</tt><tt class="py-number">1</tt><tt class="py-op">:</tt> </tt>
<a name="L48"></a><tt class="py-lineno">48</tt>  <tt class="py-line">                <tt class="py-name">la</tt> <tt class="py-op">=</tt> <tt class="py-name">float</tt><tt class="py-op">(</tt><tt class="py-name">strip</tt><tt class="py-op">(</tt><tt class="py-name">l</tt><tt class="py-op">)</tt><tt class="py-op">)</tt> </tt>
<a name="L49"></a><tt class="py-lineno">49</tt>  <tt class="py-line">            <tt class="py-keyword">elif</tt> <tt class="py-name">l</tt><tt class="py-op">.</tt><tt class="py-name">find</tt><tt class="py-op">(</tt><tt class="py-string">'longitude'</tt><tt class="py-op">)</tt><tt class="py-op">&gt;</tt><tt class="py-op">-</tt><tt class="py-number">1</tt><tt class="py-op">:</tt> </tt>
<a name="L50"></a><tt class="py-lineno">50</tt>  <tt class="py-line">                <tt class="py-name">self</tt><tt class="py-op">.</tt><tt id="link-13" class="py-name" targets="Method Weather.data.Miner.ugly()=Weather.data.Miner-class.html#ugly"><a title="Weather.data.Miner.ugly" class="py-name" href="#" onclick="return doclink('link-13', 'ugly', 'link-13');">ugly</a></tt><tt class="py-op">(</tt><tt class="py-name">sid</tt><tt class="py-op">,</tt> <tt class="py-name">sa</tt><tt class="py-op">,</tt> <tt class="py-name">la</tt><tt class="py-op">,</tt> <tt class="py-name">float</tt><tt class="py-op">(</tt><tt class="py-name">strip</tt><tt class="py-op">(</tt><tt class="py-name">l</tt><tt class="py-op">)</tt><tt class="py-op">)</tt><tt class="py-op">,</tt> <tt class="py-name">na</tt><tt class="py-op">)</tt> </tt>
<a name="L51"></a><tt class="py-lineno">51</tt>  <tt class="py-line">            <tt class="py-keyword">elif</tt> <tt class="py-name">l</tt><tt class="py-op">.</tt><tt class="py-name">find</tt><tt class="py-op">(</tt><tt class="py-string">'state'</tt><tt class="py-op">)</tt><tt class="py-op">&gt;</tt><tt class="py-op">-</tt><tt class="py-number">1</tt><tt class="py-op">:</tt> </tt>
<a name="L52"></a><tt class="py-lineno">52</tt>  <tt class="py-line">                <tt class="py-name">sa</tt> <tt class="py-op">=</tt> <tt class="py-name">strip</tt><tt class="py-op">(</tt><tt class="py-name">l</tt><tt class="py-op">)</tt> </tt>
<a name="L53"></a><tt class="py-lineno">53</tt>  <tt class="py-line">            <tt class="py-keyword">elif</tt> <tt class="py-name">l</tt><tt class="py-op">.</tt><tt class="py-name">find</tt><tt class="py-op">(</tt><tt class="py-string">'station_name'</tt><tt class="py-op">)</tt><tt class="py-op">&gt;</tt><tt class="py-op">-</tt><tt class="py-number">1</tt><tt class="py-op">:</tt> </tt>
<a name="L54"></a><tt class="py-lineno">54</tt>  <tt class="py-line">                <tt class="py-name">na</tt> <tt class="py-op">=</tt> <tt class="py-name">strip</tt><tt class="py-op">(</tt><tt class="py-name">l</tt><tt class="py-op">)</tt> </tt>
</div><a name="L55"></a><tt class="py-lineno">55</tt>  <tt class="py-line"> </tt>
<a name="Miner.ugly"></a><div id="Miner.ugly-def"><a name="L56"></a><tt class="py-lineno">56</tt> <a class="py-toggle" href="#" id="Miner.ugly-toggle" onclick="return toggle('Miner.ugly');">-</a><tt class="py-line">    <tt class="py-keyword">def</tt> <a class="py-def-name" href="Weather.data.Miner-class.html#ugly">ugly</a><tt class="py-op">(</tt><tt class="py-param">self</tt><tt class="py-op">,</tt> <tt class="py-op">*</tt><tt class="py-param">args</tt><tt class="py-op">)</tt><tt class="py-op">:</tt> </tt>
</div><div id="Miner.ugly-collapsed" style="display:none;" pad="++" indent="++++++++"></div><div id="Miner.ugly-expanded"><a name="L57"></a><tt class="py-lineno">57</tt>  <tt class="py-line">        <tt class="py-comment"># the best could not get any worse</tt> </tt>
<a name="L58"></a><tt class="py-lineno">58</tt>  <tt class="py-line"><tt class="py-comment"></tt>        <tt class="py-name">best</tt> <tt class="py-op">=</tt> <tt class="py-number">99999999</tt> </tt>
<a name="L59"></a><tt class="py-lineno">59</tt>  <tt class="py-line"> </tt>
<a name="L60"></a><tt class="py-lineno">60</tt>  <tt class="py-line">        <tt class="py-name">sid</tt><tt class="py-op">,</tt><tt class="py-name">ss</tt><tt class="py-op">,</tt><tt class="py-name">lat</tt><tt class="py-op">,</tt><tt class="py-name">lon</tt><tt class="py-op">,</tt><tt class="py-name">d</tt> <tt class="py-op">=</tt> <tt class="py-name">args</tt><tt class="py-op">[</tt><tt class="py-op">:</tt><tt class="py-number">5</tt><tt class="py-op">]</tt> </tt>
<a name="L61"></a><tt class="py-lineno">61</tt>  <tt class="py-line"> </tt>
<a name="L62"></a><tt class="py-lineno">62</tt>  <tt class="py-line">        <tt class="py-comment"># zips.csv from http://sourceforge.net/projects/zips/</tt> </tt>
<a name="L63"></a><tt class="py-lineno">63</tt>  <tt class="py-line"><tt class="py-comment"></tt>        <tt class="py-keyword">for</tt> <tt class="py-name">row2</tt> <tt class="py-keyword">in</tt> <tt class="py-name">csv</tt><tt class="py-op">.</tt><tt class="py-name">reader</tt><tt class="py-op">(</tt><tt class="py-name">open</tt><tt class="py-op">(</tt><tt id="link-14" class="py-name"><a title="Weather.globals.pjoin" class="py-name" href="#" onclick="return doclink('link-14', 'pjoin', 'link-3');">pjoin</a></tt><tt class="py-op">(</tt><tt id="link-15" class="py-name"><a title="Weather.globals.BASE" class="py-name" href="#" onclick="return doclink('link-15', 'BASE', 'link-4');">BASE</a></tt><tt class="py-op">,</tt><tt class="py-string">'zips.csv'</tt><tt class="py-op">)</tt><tt class="py-op">)</tt><tt class="py-op">.</tt><tt class="py-name">readlines</tt><tt class="py-op">(</tt><tt class="py-op">)</tt><tt class="py-op">[</tt><tt class="py-number">1</tt><tt class="py-op">:</tt><tt class="py-op">]</tt><tt class="py-op">)</tt><tt class="py-op">:</tt> </tt>
<a name="L64"></a><tt class="py-lineno">64</tt>  <tt class="py-line">            <tt class="py-name">z</tt><tt class="py-op">,</tt><tt class="py-name">s</tt><tt class="py-op">,</tt><tt class="py-name">la</tt><tt class="py-op">,</tt><tt class="py-name">lo</tt><tt class="py-op">,</tt><tt class="py-name">c</tt><tt class="py-op">,</tt><tt class="py-name">sl</tt> <tt class="py-op">=</tt> <tt class="py-name">map</tt><tt class="py-op">(</tt><tt class="py-keyword">lambda</tt> <tt class="py-name">x</tt><tt class="py-op">:</tt> <tt class="py-name">x</tt><tt class="py-op">.</tt><tt class="py-name">replace</tt><tt class="py-op">(</tt><tt class="py-string">'"'</tt><tt class="py-op">,</tt><tt class="py-string">''</tt><tt class="py-op">)</tt><tt class="py-op">.</tt><tt class="py-name">strip</tt><tt class="py-op">(</tt><tt class="py-op">)</tt><tt class="py-op">,</tt> <tt class="py-name">row2</tt><tt class="py-op">)</tt> </tt>
<a name="L65"></a><tt class="py-lineno">65</tt>  <tt class="py-line">            <tt class="py-name">la</tt><tt class="py-op">,</tt><tt class="py-name">lo</tt> <tt class="py-op">=</tt> <tt class="py-name">float</tt><tt class="py-op">(</tt><tt class="py-name">la</tt><tt class="py-op">)</tt><tt class="py-op">,</tt><tt class="py-name">float</tt><tt class="py-op">(</tt><tt class="py-name">lo</tt><tt class="py-op">)</tt> </tt>
<a name="L66"></a><tt class="py-lineno">66</tt>  <tt class="py-line">            <tt class="py-comment"># distance from station to zip lat&amp;long</tt> </tt>
<a name="L67"></a><tt class="py-lineno">67</tt>  <tt class="py-line"><tt class="py-comment"></tt>            <tt class="py-name">dist</tt> <tt class="py-op">=</tt> <tt id="link-16" class="py-name" targets="Function Weather.data.calcDist()=Weather.data-module.html#calcDist"><a title="Weather.data.calcDist" class="py-name" href="#" onclick="return doclink('link-16', 'calcDist', 'link-16');">calcDist</a></tt><tt class="py-op">(</tt><tt class="py-name">lat</tt><tt class="py-op">,</tt><tt class="py-name">lon</tt><tt class="py-op">,</tt><tt class="py-name">la</tt><tt class="py-op">,</tt><tt class="py-name">lo</tt><tt class="py-op">)</tt> </tt>
<a name="L68"></a><tt class="py-lineno">68</tt>  <tt class="py-line">            <tt class="py-keyword">if</tt> <tt class="py-name">dist</tt> <tt class="py-op">&lt;</tt> <tt class="py-name">best</tt><tt class="py-op">:</tt> </tt>
<a name="L69"></a><tt class="py-lineno">69</tt>  <tt class="py-line">                <tt class="py-name">best</tt> <tt class="py-op">=</tt> <tt class="py-name">dist</tt> </tt>
<a name="L70"></a><tt class="py-lineno">70</tt>  <tt class="py-line">                <tt class="py-name">t</tt> <tt class="py-op">=</tt> <tt class="py-op">(</tt><tt class="py-name">sid</tt><tt class="py-op">,</tt><tt class="py-name">d</tt><tt class="py-op">,</tt><tt class="py-name">lat</tt><tt class="py-op">,</tt><tt class="py-name">lon</tt><tt class="py-op">,</tt><tt class="py-name">c</tt><tt class="py-op">,</tt><tt class="py-name">s</tt><tt class="py-op">,</tt><tt class="py-name">z</tt><tt class="py-op">,</tt><tt class="py-name">dist</tt><tt class="py-op">)</tt> </tt>
<a name="L71"></a><tt class="py-lineno">71</tt>  <tt class="py-line">        <tt class="py-name">self</tt><tt class="py-op">.</tt><tt class="py-name">writer</tt><tt class="py-op">.</tt><tt class="py-name">writerow</tt><tt class="py-op">(</tt><tt class="py-name">t</tt><tt class="py-op">)</tt> </tt>
</div></div><a name="L72"></a><tt class="py-lineno">72</tt>  <tt class="py-line"> </tt>
<a name="L73"></a><tt class="py-lineno">73</tt>  <tt class="py-line"><tt class="py-keyword">if</tt> <tt class="py-name">__name__</tt> <tt class="py-op">==</tt> <tt class="py-string">'__main__'</tt><tt class="py-op">:</tt> </tt>
<a name="L74"></a><tt class="py-lineno">74</tt>  <tt class="py-line">    <tt id="link-17" class="py-name" targets="Class Weather.data.Miner=Weather.data.Miner-class.html"><a title="Weather.data.Miner" class="py-name" href="#" onclick="return doclink('link-17', 'Miner', 'link-17');">Miner</a></tt><tt class="py-op">(</tt><tt class="py-op">)</tt> </tt>
<a name="L75"></a><tt class="py-lineno">75</tt>  <tt class="py-line">    <tt class="py-keyword">from</tt> <tt id="link-18" class="py-name"><a title="Weather" class="py-name" href="#" onclick="return doclink('link-18', 'Weather', 'link-0');">Weather</a></tt><tt class="py-op">.</tt><tt id="link-19" class="py-name" targets="Module Weather.stats=Weather.stats-module.html"><a title="Weather.stats" class="py-name" href="#" onclick="return doclink('link-19', 'stats', 'link-19');">stats</a></tt> <tt class="py-keyword">import</tt> <tt id="link-20" class="py-name" targets="Class Weather.stats.DistStats=Weather.stats.DistStats-class.html"><a title="Weather.stats.DistStats" class="py-name" href="#" onclick="return doclink('link-20', 'DistStats', 'link-20');">DistStats</a></tt> </tt>
<a name="L76"></a><tt class="py-lineno">76</tt>  <tt class="py-line">    <tt class="py-keyword">print</tt> <tt id="link-21" class="py-name"><a title="Weather.stats.DistStats" class="py-name" href="#" onclick="return doclink('link-21', 'DistStats', 'link-20');">DistStats</a></tt><tt class="py-op">(</tt><tt class="py-op">)</tt> </tt>
<a name="L77"></a><tt class="py-lineno">77</tt>  <tt class="py-line"> </tt><script type="text/javascript">
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